# LinkedIn MCP for AI Agents AI Agent Connect > LinkedIn MCP lets you publish to your personal profile or Company Page, share articles with link previews, and manage engagement like reactions and nested comments. It connects your AI agent directly to the LinkedIn REST API so you can handle your entire professional social presence through natural conversation. ## Overview - **Category:** industry-titans - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_AwfGugm2totnLK6fmKowRcIhNDFi9nREEuv1uJi0/ai-agent-connect - **Tags:** professional-networking, content-publishing, social-engagement, company-page, social-selling, lead-generation, personal-branding ## Description This LinkedIn MCP changes how you handle your professional social presence. Instead of jumping between tabs to draft posts, manage company pages, and reply to comments, you just tell your AI agent what to do. You can have your agent draft a text post for your personal profile or switch over to your Company Page to share a new article with a full link preview. It handles the nuances of LinkedIn engagement, like choosing between different reaction types or digging into nested comment threads to keep conversations going. Because it connects to the official REST API, your agent knows how to pull your profile data and find the right organization IDs for your business. You can manage your entire content pipeline from one place. It's a big step up from manual posting, especially when you're trying to stay consistent across multiple accounts. You'll find it's a core part of the Vinkius catalog for anyone serious about professional networking. It removes the friction of manual entry and ensures your brand stays active even when you're busy with other tasks. You can focus on the strategy while the agent handles the heavy lifting of distribution and engagement. It's built to handle the specific requirements of the LinkedIn platform, making it a reliable way to maintain your online authority. ## Tools ### delete_reaction Remove a specific reaction you previously left on a post. This keeps your engagement history clean. ### comment_on_post Post a top-level comment on any LinkedIn post as your authenticated user. This lets you join conversations quickly. ### create_article_post Share a URL with a rich link preview card, including the title and description. It makes your shared links look much more professional. ### create_post Create a new text post on your personal profile or a Company Page. You can specify the organization ID to target a business profile. ### delete_comment Permanently remove a comment you made on a LinkedIn post. This action is final and cannot be undone. ### delete_post Remove a post from either your personal profile or a Company Page. Use this to take down outdated content quickly. ### get_me Fetch your authenticated profile data like your name and headline. It helps the agent know who it is posting as. ### list_organizations Get a list of all Company Pages that you currently administer. This is how you find the correct ID for your business posts. ### react_to_post Add one of the six standard reactions to a post, like Like or Insightful. It lets your agent express different types of engagement. ### reply_to_comment Send a nested reply to a specific comment within a larger thread. This allows for deeper engagement in complex discussions. ### reshare_post Share someone else's post with your own custom commentary. This helps amplify reach while adding your own context. ## Prompt Examples **Prompt:** ``` Publish a post on my LinkedIn: 'Excited to announce our latest product launch!' ``` **Response:** ``` The update has been published to your feed. It's now live for your network to see, including the full text and any associated media. ``` **Prompt:** ``` Share this article on my LinkedIn with a comment: https://example.com/article ``` **Response:** ``` I've shared that article for you. It now appears on your profile with a rich preview card showing the title and thumbnail, along with your personal commentary. ``` **Prompt:** ``` Post this update as my Company Page: 'We just shipped v2.0 — here's what's new.' ``` **Response:** ``` I've found your organization profile and posted the update. Your followers will see the 'v2.0' announcement in their feed shortly. ``` ## Capabilities ### Publish as a Company Page Post updates to your business profile using a specific organization ID. ### Share links with previews Generate posts that include rich link cards showing the title and description. ### Manage nested replies Respond directly to specific comments within a larger discussion thread. ### Use six reaction types Choose between Like, Celebrate, Support, Love, Insightful, and Funny. ### Retrieve profile data Get your name, headline, and photo to verify your current identity. ### List administered pages See all the company pages you manage to find the correct ID for your posts. ## Use Cases ### Launching a new product A marketing manager asks their agent to post a launch announcement on the Company Page and then share the link on their personal profile. ### Community engagement A community manager asks the agent to react to all posts from a specific hashtag and reply to any questions in the comments. ### Content distribution A strategist asks the agent to reshare a popular industry article with a custom summary for their followers. ### Profile auditing A founder asks the agent to pull their profile data to make sure their headline is updated across the network. ## Benefits - Post to multiple accounts: Use create_post and reshare_post to manage both personal and company content from one place. - Get rich link previews: Use create_article_post to ensure your shared links look professional with titles and thumbnails. - Engage with nuance: Use react_to_post to choose the specific reaction that fits the mood, like Celebrate or Insightful. - Handle deep conversations: Use reply_to_comment to join specific threads rather than just posting at the top level. - Faster page switching: Use list_organizations to quickly find and switch between different company profiles you manage. - Verify identity: Use get_me to ensure your agent is posting from the correct profile with the right headline and photo. ## How It Works The bottom line is you get a direct way to manage your LinkedIn content through your AI client without leaving your workspace. 1. Connect your LinkedIn OAuth 2.0 credentials to the Connector. 2. Your agent identifies your profile and your managed organization IDs automatically. 3. Give your agent natural language commands to post, react, or reply. ## Frequently Asked Questions **Can I post to a company page using the LinkedIn MCP?** Yes, you can. By providing your organization ID, your agent can post directly to your business page instead of your personal profile. **Does the LinkedIn MCP support link previews for articles?** It does. When you share a URL, the Connector generates a rich preview card that includes the title and thumbnail for a professional look. **Can my AI agent reply to specific comments on a post?** Yes, it can handle nested replies. This allows your agent to join specific parts of a conversation rather than just posting at the top level. **How do I manage multiple LinkedIn pages with this tool?** You can use the tool to list all the pages you administer. Once you have the IDs, your agent can switch between them as needed. **What kinds of reactions can I send through the LinkedIn MCP?** You can choose from all six standard LinkedIn reactions, including Like, Celebrate, Support, Love, Insightful, and Funny. **Can I see my profile info using this LinkedIn MCP?** Yes, your agent can retrieve your authenticated profile data, such as your name, headline, and photo, to ensure it's acting correctly. **Can I post as my Company Page instead of my personal profile?** Yes. Every publishing tool (`create_post`, `create_article_post`, `reshare_post`) accepts an optional `organization_id` parameter. Use `list_organizations` to discover your page IDs, then include the ID when creating a post. This requires the Community Management API product with `w_organization_social` scope. **Can the agent publish posts with link previews?** Yes. Use the `create_article_post` tool to share any URL with an automatically generated preview card. You can customize the title and description that appear alongside the link. **Can I reply to specific comments on a post?** Yes. The `reply_to_comment` tool creates threaded replies under any comment. Provide the post URN, the parent comment URN, and your reply text to create a nested response.